Deep generative models in inversion: The impact of the generator's nonlinearity and development of a new approach based on a variational autoencoder.
Jorge Lopez-AlvisEric LaloyFrédéric NguyenThomas HermansPublished in: Comput. Geosci. (2021)
Keyphrases
- generative model
- mixture model
- probabilistic model
- discriminative learning
- discriminative models
- maximum entropy principle
- em algorithm
- conditional random fields
- hierarchical hidden markov models
- semi supervised
- prior knowledge
- information extraction
- hidden variables
- information retrieval
- object categories
- topic models
- discriminatively trained
- image processing